About Certified Machine Learning Associate (CMLA) AI3020
The CMLA course lays a solid machine learning foundation for beginners. It explains algorithms, selection, and performance checks. Too many AI projects flop from weak fundamentals—this fills the gap with supervised/unsupervised learning and real cases, done practically. Sprintzeal's machine learning associate training preps you to join data teams, tackle ML tasks, and step up to advanced AI role Sprintzeal’s machine learning associate course equips you with the confidence to work with data science teams, contribute to ML projects, and prepare for more advanced roles in AI and machine learning.
Certified Machine Learning Associate (CMLA) AI3020 Key Features
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Mode Of Training
Berlin
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- We can deliver both In-Person or Live Online
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Course Agenda
Company Brochure
The machine learning associate training program governed by IABAC provides a structured understanding of how machine learning works in real-world environments. In this course, you won't just learn about how to code an ML model; but rather you'll learn how to build ML models, train, verify, and use them to solve real-world problems.
This course demonstrates the ways to train ML models using data, how algorithms find and learn to detect patterns within that data, and how those patterns can then be used to create predictions that will have an accuracy, reliability rating.
You'll also see many common business and industry applications of ML, as well as the ethical considerations facing ML and the importance of correct ML usage.
Certified Machine Learning Associate Course Description
The Certified Machine Learning Associate course offers a straightforward intro to machine learning—focusing on essentials, terms, and workflows, not heavy code or math. Learners grasp supervised vs. unsupervised methods, key algorithms conceptually, and how to evaluate/improve models. It covers limits, risks, and myths too. This machine learning associate certification balances ML strengths and pitfalls for tech and non-tech pros alike.
Machine Learning Associate Training Course Objectives
This machine learning associate certification targets six core goals:
- Grasp ML Fundamentals
See what machine learning means, how it beats traditional code, and its key uses. - Cover Supervised & Unsupervised Learning
Master classification, regression, clustering, and main approaches. - Understand Data's ML Role
Learn how data quality, features, and scale drive machine learning results. - Evaluate Models Effectively
Measure accuracy, performance, and limits clearly. - Spot Real-World ML Uses
Explore machine learning in finance, healthcare, retail, and tech. - Prep for Advanced AI Paths
Build foundations for deeper data science or ML certs.
After completing the Certified Machine Learning Associate (CMLA) certification, you will be able to:
- Explain machine learning concepts clearly and confidently
- Understand how ML models are trained and evaluated
- Identify suitable machine learning approaches for business problems
- Recognize strengths and limitations of ML systems
- Collaborate effectively on AI and data-driven projects
- Prepare for advanced roles in machine learning and AI
Machine learning knowledge is becoming a core requirement across industries. Professionals with a machine learning associate certification stand out by understanding how intelligent systems function and how they deliver value.
This certification supports roles such as:
- Data Analyst
- Junior Machine Learning Engineer
- Business Intelligence Professional
- AI / ML Project Coordinator
- Software and Technology Professionals
- Students and Career Switchers entering AI fields
This certification enhances collaboration with technical teams rather than replacing them.
Exam Pattern and Structure
- Exam Name: Certified Machine Learning Associate (CMLA)
- Exam Code: AI3020
- Format: Multiple-Choice Assessment
- Duration: 60 minutes
- Exam Mode: Online, Proctored
- Passing Score: As defined by IABAC standards
- Results: Issued within 7–10 working days
Complete Course Syllabus Breakdown
- Part 1: Introduction to Machine Learning
- Part 2: Machine Learning vs Traditional Programming
- Part 3: Supervised Learning Concepts
- Part 4: Unsupervised Learning Concepts
- Part 5: Data Preparation and Feature Basics
- Part 6: Model Evaluation and Performance Metrics
- Part 7: Machine Learning Applications Across Industries
- Part 8: Ethical Considerations and Responsible Machine Learning
Certification Validity and Renewal
The CMLA certification is valid for 3 years. IABAC encourages continuous learning to stay aligned with evolving machine learning practices. Your digital certificate is globally verifiable and easily shareable across professional platforms.
Prerequisites for Enrollment
- No prior machine learning experience required
- Basic understanding of data concepts is helpful
- Suitable for students, professionals, and career switchers
- Ideal for beginners entering AI and ML domains
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Participant Reviews
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Srikant Sunkara 5
Feb 19th, 25
Team Lead at Schroders
The training offered by Sprintzeal is one of the most comprehensive and complete training. Right from beginning of my interaction with support team especially Foram for registration of course to actual training by an expert trainer to conducting exam online it was a pleasant experience. The trainer Mr Faizal is very knowledgeable and made the topic very easy to understand by giving realistic example with support from a detailed training material offered. Would highly recommend the valuable training sessions at reasonable pricing point. Keep up the good job.
Bafford 5
Mar 10th, 25
Project Manager
Jason and Shane were phenomenal. I scheduled the bootcamp and went through the training. I had a hiccup during the training and was unable to complete a portion. Jason made all of the resources available to me and accommodated me in moving forward. Jason from SprintZeal was helpful from the start and through the finish of the process. Thank you all so much! You are all that you advertise and so much more. 100% great training and service! Trust Mamma Reviews
Eve Fan 5
Jan 8th, 25
Senior QA Automation Engineer
I want to thank my training coordinator, Leonard, and trainer Abhishek for the Six Sigma Green Belt training. Abhishek is a very experienced and practical trainer who highlights the key points for the Six Sigma training for the use for my industry and my job scope. I appreciate the attention to detail and making the training lively and easy to follow. I picked the points pretty quickly and am able to apply onto my current work.
Craig Boggs 5
Jun 10th, 25
F-35 Senior Logistics/Sustainment Manager
This course fulfilled all the needs to prepare me for taking the PMP Exam. The professor extremely had the experience in teaching the course and felt he answered all of our questions.
Lynne Colley 5
Jul 24th, 25
Clarity | Action = Corporate Real Estate and FM Consulting Coach
Best training ever. Muhammad Faisal was just the best tutor. By the end of 4 days training from zero start I was already achieving over 60 percent and then just had to follow up with the study plan and go ahead with the momentum. Nothing was too much trouble. Extremely supportive tutor who also coached me with the application process and heaps of tips for the exam. I know I am ready and I will come back and let you know when I pass in the next month. for sure.
Donato Viggiano 5
Jun 20th, 25
Network Engineer
I had the pleasant opportunity to follow the lessons of Toshal K. for the AWS Cloud Architect Associate, each explanation of the topics in the reference manual was followed by a meticulous investigation through the step-by-step creation of the inherent procedures. Overall, although I have not yet taken the exam, I can call it an extremely satisfying experience thanks to the availability and closeness of all staff members.
Katrina Sarkisoff 5
May 13th, 25
Project Manager at Dealer-FX
Biswa was my teacher for the PMP prep and he was amazing I would defiantly recommenced for anyone interested n taking this course.
Victor Cobile 5
Feb 20th, 25
Management and Program Analyst at Logistics Readiness Center
Mr. Biswa has been a very thorough instructor providing a very comprehensive training on Program Management. It has been a pleasure learning from him and look forward to taking more courses under Sprintzeal for related topics on Program Management. I will take what I have learned from him and Sprintzeal to my workplace and maybe apply some of the lessons in the area of Procurement Management. I feel also that I am maybe 60% percent ready to take the exam but will be close to 100% by the time I read more course materials and study for it. Thank you for the learning experience and look forward to learning some more.
Krishna Sripada 5
Feb 14th, 25
Tech Lead
I have taken the AWS Solution Architect Associate Certification training course. Toshal Kahawale was the trainer. Toshal had covered all the important topics required for a Solution Architect in a detailed manner. He had provided real-world application examples while explaining the topics. That was really helpful. Toshal has plenty of experience in designing & architecting cloud applications
Jens Engstfeld 5
Mar 8th, 25
Senior Project Manager
It is really very nice experience for me to learn ITIL®V4 Foundation practices. Everything is defined in very well way. I strongly thankful to the trainer who has very good knowledge in this field. I recommend this course who want to learn more about ITIL.
No—it emphasizes machine learning concepts over coding or math.
Students, pros, or aspiring AI folks building ML foundations.
Yes, fully agnostic across machine learning tools and platforms.
Frequently Asked Questions
Structured, real-world lessons from expert instructors.
Yes—flexible and self-paced for pros.
Pass the assessment post-training for your global IABAC CMLA digital certificate.
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